{"as_of":"2026-08-15T03:19:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:08cb0760282a291ea32b101789bdfecc212a54b20cc15470bc6035746a988406","coverage":[{"denominator":0,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":55,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":55,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-14T06:32:32.682623+00:00","state":"measured"},{"denominator":55,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":55,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-12T19:53:47.972881Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-07-01T21:06:13.474983Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-12T19:53:47.972881Z","title":"Diffbir: Towards blind image restoration with generative diffusion prior","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2411.10508","last_updated":"2024-11-15T15:24:42Z","snapshot_observed_at":"2026-08-14T05:37:34.902878Z","submitted_at":"2024-11-15T15:24:42Z","title":"DR-BFR: Degradation Representation with Diffusion Models for Blind Face Restoration","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-12T19:53:47.972881Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2411.10508"},"observation_digest":"sha256:aae195b9a37a782a7c924d56e2b1009f01fb12b3144343eab95c7cddfce42ec1","observation_id":"4afa3380-ea81-4fe7-93cc-a9448d72681e","resolution":{"observed_at":"2026-08-12T19:53:47.972881Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-12T18:00:34.571118Z","title":"Diffbir: Towards blind image restoration with generative diffusion prior","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2411.12072","last_updated":"2024-11-18T21:32:49Z","snapshot_observed_at":"2026-08-12T17:54:15.449613Z","submitted_at":"2024-11-18T21:32:49Z","title":"Zoomed In, Diffused Out: Towards Local Degradation-Aware Multi-Diffusion for Extreme Image Super-Resolution","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-12T18:00:34.571118Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2411.12072"},"observation_digest":"sha256:49492f80a985399b2b186fe553899a4d6cd6227e89dc632ab2893796a315fbf4","observation_id":"489e0d49-eede-4c60-a1b8-8d732460b5ba","resolution":{"observed_at":"2026-08-12T18:00:34.571118Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-12T17:00:24.628787Z","title":"Diffbir: Towards blind image restoration with generative diffusion prior,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2411.13033","last_updated":"2024-11-20T04:43:37Z","snapshot_observed_at":"2026-08-14T22:04:06.870296Z","submitted_at":"2024-11-20T04:43:37Z","title":"LMM-driven Semantic Image-Text Coding for Ultra Low-bitrate Learned Image Compression","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-12T17:00:24.628787Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2411.13033"},"observation_digest":"sha256:f704e57e6fb16183e250db6f0a6533e7d5f0d9a71a5360ba5922b825dae45373","observation_id":"f3013451-a614-4bb3-8b4f-d4ecc6324d3d","resolution":{"observed_at":"2026-08-12T17:00:24.628787Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-12T16:32:25.232415Z","title":"Diffbir: Towards blind image restoration with generative diffusion prior","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2411.13383","last_updated":"2025-03-09T09:31:57Z","snapshot_observed_at":"2026-08-15T00:02:59.427175Z","submitted_at":"2024-11-20T15:13:36Z","title":"Adversarial Diffusion Compression for Real-World Image Super-Resolution","version":2},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-12T16:32:25.232415Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2411.13383"},"observation_digest":"sha256:d9d4ac98f4b4bd83f0dd51fc1cfba52081429f36715ef6f8dbe1d2ffcbab392c","observation_id":"684544b0-aa9a-486e-9f1d-4bc1c4124073","resolution":{"observed_at":"2026-08-12T16:32:25.232415Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-12T13:09:28.832868Z","title":"Diff- bir: Towards blind image restoration with generative diffu- sion prior","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2411.16468","last_updated":"2024-11-25T15:14:36Z","snapshot_observed_at":"2026-08-14T15:07:47.556509Z","submitted_at":"2024-11-25T15:14:36Z","title":"Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-12T13:09:28.832868Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2411.16468"},"observation_digest":"sha256:72d6087a6756df8f28831c11e9853199a5e9e2c102397c0e65f7e27a1060f95a","observation_id":"a236aae1-27fa-4f32-b3db-89024abab065","resolution":{"observed_at":"2026-08-12T13:09:28.832868Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-12T11:30:31.944475Z","title":"Diff- bir: Towards blind image restoration with generative diffu- sion prior","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2411.18263","last_updated":"2025-05-31T13:55:19Z","snapshot_observed_at":"2026-08-12T15:51:35.304038Z","submitted_at":"2024-11-27T12:01:08Z","title":"TSD-SR: One-Step Diffusion with Target Score Distillation for Real-World Image Super-Resolution","version":4},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-12T11:30:31.944475Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2411.18263"},"observation_digest":"sha256:801ab90355f4eef8aa7d6352b4a5d5533458aba75f3d6433f2fa891642c17222","observation_id":"71dad16c-803f-4994-88fc-cd5f447f463e","resolution":{"observed_at":"2026-08-12T11:30:31.944475Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-12T11:16:01.045334Z","title":"Diff- bir: Towards blind image restoration with generative diffu- sion prior","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2411.18662","last_updated":"2024-11-27T15:22:44Z","snapshot_observed_at":"2026-08-14T12:38:06.514234Z","submitted_at":"2024-11-27T15:22:44Z","title":"HoliSDiP: Image Super-Resolution via Holistic Semantics and Diffusion Prior","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-12T11:16:01.045334Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2411.18662"},"observation_digest":"sha256:d7d321c829cfb5df151169d5331294ef76074201ff2c1cc243af4011f2467702","observation_id":"3b8587f7-12d1-41a1-88b8-6eb29b61d813","resolution":{"observed_at":"2026-08-12T11:16:01.045334Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-12T10:54:33.286916Z","title":"Diff- bir: Towards blind image restoration with generative diffu- sion prior","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2411.18824","last_updated":"2024-11-27T23:58:03Z","snapshot_observed_at":"2026-08-12T15:48:18.726583Z","submitted_at":"2024-11-27T23:58:03Z","title":"FaithDiff: Unleashing Diffusion Priors for Faithful Image Super-resolution","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-12T10:54:33.286916Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2411.18824"},"observation_digest":"sha256:11069e9323d5fc9cb0ab7c763b7c8a13fcc7c314b1aba4d19530ef4280cf1dc1","observation_id":"3cc2e494-72f1-4bcf-a5af-18250d4b4075","resolution":{"observed_at":"2026-08-12T10:54:33.286916Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-12T04:57:58.527935Z","title":"Diff- bir: Towards blind image restoration with generative diffu- sion prior","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.00878","last_updated":"2024-12-06T17:14:05Z","snapshot_observed_at":"2026-08-12T15:50:41.589910Z","submitted_at":"2024-12-01T16:36:22Z","title":"Beyond Pixels: Text Enhances Generalization in Real-World Image Restoration","version":2},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-12T04:57:58.527935Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2412.00878"},"observation_digest":"sha256:f342b6ce5dcb6c19774812782353dc58083a6a1533080f40383365364051a756","observation_id":"e45e63f3-ca34-4f2c-805e-8c1487977e03","resolution":{"observed_at":"2026-08-12T04:57:58.527935Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-11T23:41:15.404772Z","title":"Diffbir: Towards blind image restoration with generative diffusion prior,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.02322","last_updated":"2024-12-03T09:38:14Z","snapshot_observed_at":"2026-08-12T15:49:22.462181Z","submitted_at":"2024-12-03T09:38:14Z","title":"Controlling the Latent Diffusion Model for Generative Image Shadow Removal via Residual Generation","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-11T23:41:15.404772Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2412.02322"},"observation_digest":"sha256:c7777db0d099d0397157258e00ed076dfaf6d3fb1e3de02d70f8192744d4b764","observation_id":"d3a4d6cc-97ef-45ea-af3f-428673924b4a","resolution":{"observed_at":"2026-08-11T23:41:15.404772Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-11T22:57:41.042450Z","title":"Diff- bir: Towards blind image restoration with generative diffu- sion prior","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.02960","last_updated":"2024-12-04T02:11:09Z","snapshot_observed_at":"2026-08-12T15:50:42.495107Z","submitted_at":"2024-12-04T02:11:09Z","title":"Semantic Segmentation Prior for Diffusion-Based Real-World Super-Resolution","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-11T22:57:41.042450Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2412.02960"},"observation_digest":"sha256:0c4322486470c96f743f73095f9562617a45012939235d5674087d7b6df47f6a","observation_id":"2e374f64-4015-4249-b315-77196bc11bb5","resolution":{"observed_at":"2026-08-11T22:57:41.042450Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-11T22:57:32.427840Z","title":"Diff- bir: Towards blind image restoration with generative diffu- sion prior","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.03017","last_updated":"2025-04-03T07:58:27Z","snapshot_observed_at":"2026-08-14T16:18:09.869486Z","submitted_at":"2024-12-04T04:07:49Z","title":"Pixel-level and Semantic-level Adjustable Super-resolution: A Dual-LoRA Approach","version":2},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-11T22:57:32.427840Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2412.03017"},"observation_digest":"sha256:01895729ee149fa39bdaf72ab20e895e2d11d5659da9b2a85fdf07f21e5c5fd4","observation_id":"3f96eada-bb33-4529-b16c-518359536c16","resolution":{"observed_at":"2026-08-11T22:57:32.427840Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-11T22:38:37.227696Z","title":"Diff- bir: Towards blind image restoration with generative diffu- sion prior","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.03268","last_updated":"2024-12-04T12:23:17Z","snapshot_observed_at":"2026-08-15T02:08:26.957014Z","submitted_at":"2024-12-04T12:23:17Z","title":"RFSR: Improving ISR Diffusion Models via Reward Feedback Learning","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-11T22:38:37.227696Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2412.03268"},"observation_digest":"sha256:6be8f2a5f7ab026c0c6a441eeed039192425b607c88087276b9b502c1638cb11","observation_id":"6f09ea25-8589-4d68-9643-a313a105e031","resolution":{"observed_at":"2026-08-11T22:38:37.227696Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-11T22:35:43.173438Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.03355","last_updated":"2025-09-08T02:13:22Z","snapshot_observed_at":"2026-08-13T18:04:16.688582Z","submitted_at":"2024-12-04T14:39:54Z","title":"TASR: Timestep-Aware Diffusion Model for Image Super-Resolution","version":2},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-11T22:35:43.173438Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2412.03355"},"observation_digest":"sha256:4db33559cda2d717dd3b8285fb4e192370b66300bea465e4eded3cd7650c99f9","observation_id":"48969c18-2add-458f-bcc5-b387fba823e7","resolution":{"observed_at":"2026-08-11T22:35:43.173438Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-11T21:04:37.509657Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.05043","last_updated":"2024-12-06T13:49:10Z","snapshot_observed_at":"2026-08-12T15:47:36.160314Z","submitted_at":"2024-12-06T13:49:10Z","title":"ReF-LDM: A Latent Diffusion Model for Reference-based Face Image Restoration","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-11T21:04:37.509657Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2412.05043"},"observation_digest":"sha256:ca3198d355b55c7ec6603339911096b0e2abd969613d85af3883f19f5ed420f4","observation_id":"407de42c-abc9-4782-8e6a-96dc944e998a","resolution":{"observed_at":"2026-08-11T21:04:37.509657Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-11T19:22:43.777958Z","title":"Diff- bir: Towards blind image restoration with generative diffu- sion prior","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.06753","last_updated":"2024-12-09T18:43:46Z","snapshot_observed_at":"2026-08-12T04:21:45.272634Z","submitted_at":"2024-12-09T18:43:46Z","title":"InstantRestore: Single-Step Personalized Face Restoration with Shared-Image Attention","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-11T19:22:43.777958Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2412.06753"},"observation_digest":"sha256:b05ae62f1d17208aef4f8af73051f3a92b10ad01d16e6b85f4d78493a13ada78","observation_id":"098ea9fe-b8a2-48a8-afea-c20dc0d8128c","resolution":{"observed_at":"2026-08-11T19:22:43.777958Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-11T19:10:26.737982Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.07149","last_updated":"2024-12-10T03:17:38Z","snapshot_observed_at":"2026-08-15T03:02:19.331929Z","submitted_at":"2024-12-10T03:17:38Z","title":"RAP-SR: RestorAtion Prior Enhancement in Diffusion Models for Realistic Image Super-Resolution","version":1},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-08-11T19:10:26.737982Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2412.07149"},"observation_digest":"sha256:e2105a89ff175a23de933a47a5e849929041cd0aa245a10ee0c1ef3671b6dcf3","observation_id":"ace712c0-778c-413d-b8e8-a0fd03fecfbc","resolution":{"observed_at":"2026-08-11T19:10:26.737982Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-11T19:09:04.475259Z","title":"Diff- bir: Towards blind image restoration with generative diffu- sion prior","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.07152","last_updated":"2024-12-10T03:22:04Z","snapshot_observed_at":"2026-08-13T20:42:44.305322Z","submitted_at":"2024-12-10T03:22:04Z","title":"Hero-SR: One-Step Diffusion for Super-Resolution with Human Perception Priors","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-11T19:09:04.475259Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2412.07152"},"observation_digest":"sha256:7fac24f0cda63dfbcb38d5adca1f3b6a683cfa8253fd40845455f8ab8268e294","observation_id":"3c18eb2a-8633-4702-994e-36782553a619","resolution":{"observed_at":"2026-08-11T19:09:04.475259Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-11T17:27:44.948519Z","title":"DiffBIR: Towards blind image restoration with generative diffusion prior","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.09013","last_updated":"2025-03-13T13:25:34Z","snapshot_observed_at":"2026-08-12T10:33:24.493258Z","submitted_at":"2024-12-12T07:24:13Z","title":"Arbitrary-steps Image Super-resolution via Diffusion Inversion","version":2},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-11T17:27:44.948519Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2412.09013"},"observation_digest":"sha256:ab9a054df01fdc3bd8e64aa5014fd76befd9b4ef8a46fbcc2063d93c929bf463","observation_id":"61d5b02d-4312-453b-8dc8-5131fb60e29c","resolution":{"observed_at":"2026-08-11T17:27:44.948519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-11T17:18:58.352669Z","title":"Diff- bir: Towards blind image restoration with generative diffu- sion prior","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.09193","last_updated":"2024-12-12T11:42:39Z","snapshot_observed_at":"2026-08-13T18:29:49.338500Z","submitted_at":"2024-12-12T11:42:39Z","title":"ExpRDiff: Short-exposure Guided Diffusion Model for Realistic Local Motion Deblurring","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-11T17:18:58.352669Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2412.09193"},"observation_digest":"sha256:4ecd4c1b284bab6967022e3d22b603e4405ea22e4e1fc77e72ec6f0debd3a133","observation_id":"abb7c656-73bf-483c-90fa-ffc80dd08beb","resolution":{"observed_at":"2026-08-11T17:18:58.352669Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-11T15:06:46.293667Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.11379","last_updated":"2024-12-16T02:09:32Z","snapshot_observed_at":"2026-08-11T22:00:45.420253Z","submitted_at":"2024-12-16T02:09:32Z","title":"Controllable Distortion-Perception Tradeoff Through Latent Diffusion for Neural Image Compression","version":1},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-08-11T15:06:46.293667Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2412.11379"},"observation_digest":"sha256:eb873a5c796a56db803801e60bbad5a33ce12741b9960cf17c61be128fc447e6","observation_id":"a87c1511-3d28-49fb-979f-1aa4b7d8317e","resolution":{"observed_at":"2026-08-11T15:06:46.293667Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-11T13:28:09.379022Z","title":"Diff- bir: Towards blind image restoration with generative diffu- sion prior.arXiv preprint arXiv:2308.15070, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.13155","last_updated":"2025-09-10T13:21:10Z","snapshot_observed_at":"2026-08-13T08:22:16.631904Z","submitted_at":"2024-12-17T18:28:48Z","title":"F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration","version":2},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-08-11T13:28:09.379022Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2412.13155"},"observation_digest":"sha256:5c55880d0ce803641ea16db5bdbe38faa330498af2385afd5dd3ac4e11468975","observation_id":"b0f7b278-3ef2-4f80-a4cf-994cadb217f2","resolution":{"observed_at":"2026-08-11T13:28:09.379022Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-10T23:09:05.551604Z","title":"Diff- bir: Towards blind image restoration with generative diffu- sion prior","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.21063","last_updated":"2025-04-13T03:11:43Z","snapshot_observed_at":"2026-08-13T21:14:44.977207Z","submitted_at":"2024-12-30T16:32:55Z","title":"Navigating Image Restoration with VAR's Distribution Alignment Prior","version":2},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-10T23:09:05.551604Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2412.21063"},"observation_digest":"sha256:bc8193e5bbe12b2a8e4073c1d4429a99d29d669c8b23438d55c6331f54d60c55","observation_id":"c9647866-46e0-4fda-bec6-898423ded857","resolution":{"observed_at":"2026-08-10T23:09:05.551604Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-10T22:34:55.927251Z","title":"Diff- bir: Towards blind image restoration with generative diffu- sion prior","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2501.01235","last_updated":"2025-01-03T12:26:32Z","snapshot_observed_at":"2026-08-11T00:09:41.207594Z","submitted_at":"2025-01-02T12:51:20Z","title":"SVFR: A Unified Framework for Generalized Video Face Restoration","version":2},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-10T22:34:55.927251Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2501.01235"},"observation_digest":"sha256:ace93b051c972496a4f1ddd3e737f3125fcf0458da678f7c5da9c6367350c4c6","observation_id":"56d1c022-9e0c-47d1-b54c-afce18798304","resolution":{"observed_at":"2026-08-10T22:34:55.927251Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-10T22:05:33.404668Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2501.02962","last_updated":"2025-01-07T02:51:31Z","snapshot_observed_at":"2026-08-11T00:34:08.423754Z","submitted_at":"2025-01-06T12:09:08Z","title":"SceneVTG++: Controllable Multilingual Visual Text Generation in the Wild","version":2},"reference_index":72,"source":"pdf_text","source_observed_at":"2026-08-10T22:05:33.404668Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2501.02962"},"observation_digest":"sha256:6952e743c8d126d6c88964f114fae0510cf067bc72b082e3c1607e2be973e7c4","observation_id":"2d3d7d23-bee3-46b8-ae5a-f312f4bee5c1","resolution":{"observed_at":"2026-08-10T22:05:33.404668Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-10T22:04:48.696473Z","title":"Diff- bir: Towards blind image restoration with generative diffu- sion prior","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2501.02976","last_updated":"2025-01-06T12:36:21Z","snapshot_observed_at":"2026-08-12T15:49:11.902685Z","submitted_at":"2025-01-06T12:36:21Z","title":"STAR: Spatial-Temporal Augmentation with Text-to-Video Models for Real-World Video Super-Resolution","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-10T22:04:48.696473Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2501.02976"},"observation_digest":"sha256:2a6e70cda95a0fade675ca6cbaeba6b7667a0a9a0e43df33088909bad87fd4c2","observation_id":"6495f205-d533-4e98-96ab-6bacd16af221","resolution":{"observed_at":"2026-08-10T22:04:48.696473Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-10T20:57:04.723854Z","title":"Diffbir: Towards blind image restoration with generative diffusion prior,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2501.07030","last_updated":"2025-01-13T03:02:15Z","snapshot_observed_at":"2026-08-12T15:51:32.098113Z","submitted_at":"2025-01-13T03:02:15Z","title":"Erasing Noise in Signal Detection with Diffusion Model: From Theory to Application","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-10T20:57:04.723854Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2501.07030"},"observation_digest":"sha256:2366e7c2371350be3e728896fb492995d032277ce1dd49d7637c3af1ac5002e4","observation_id":"9b0b4aba-22c2-4291-bc1f-770775048c42","resolution":{"observed_at":"2026-08-10T20:57:04.723854Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-10T19:36:33.381054Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2501.09960","last_updated":"2025-01-17T05:23:26Z","snapshot_observed_at":"2026-08-11T02:55:35.232198Z","submitted_at":"2025-01-17T05:23:26Z","title":"Discrete Prior-based Temporal-coherent Content Prediction for Blind Face Video Restoration","version":1},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-08-10T19:36:33.381054Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2501.09960"},"observation_digest":"sha256:f0b971df2250e69d3da53b693ba459c91bb589880c08c64d8eb7bd219ce19466","observation_id":"6c185b72-d52c-4ed6-beea-af45ddb5ac0d","resolution":{"observed_at":"2026-08-10T19:36:33.381054Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-10T19:28:21.077980Z","title":"Diff- bir: Towards blind image restoration with generative diffu- sion prior","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2501.10110","last_updated":"2025-03-08T08:15:43Z","snapshot_observed_at":"2026-08-14T00:22:55.692794Z","submitted_at":"2025-01-17T10:53:03Z","title":"DiffVSR: Revealing an Effective Recipe for Taming Robust Video Super-Resolution Against Complex Degradations","version":3},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-10T19:28:21.077980Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2501.10110"},"observation_digest":"sha256:46017bd181cfe493da1cab650a85a13b7e88788b735b74b915f1159355170be7","observation_id":"6651b263-c54e-4624-8acc-fa996a77f3d2","resolution":{"observed_at":"2026-08-10T19:28:21.077980Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-10T18:14:25.760934Z","title":"Diff- bir: Towards blind image restoration with generative diffu- sion prior","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2501.11515","last_updated":"2025-04-23T11:55:41Z","snapshot_observed_at":"2026-08-13T19:54:54.834752Z","submitted_at":"2025-01-20T14:45:07Z","title":"UltraFusion: Ultra High Dynamic Imaging using Exposure Fusion","version":4},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-10T18:14:25.760934Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2501.11515"},"observation_digest":"sha256:92b207d0e245bd6ec36af2183cb0320d170d68b9fbe54332902af629428d0dd3","observation_id":"99bb1acb-0f9e-4b81-a081-70e7684c9dce","resolution":{"observed_at":"2026-08-10T18:14:25.760934Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-10T17:35:42.427241Z","title":"Diff- BIR: Towards Blind Image Restoration with Generative Dif- fusion Prior","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2501.12102","last_updated":"2025-01-21T12:49:30Z","snapshot_observed_at":"2026-08-12T15:50:45.962980Z","submitted_at":"2025-01-21T12:49:30Z","title":"Proxies for Distortion and Consistency with Applications for Real-World Image Restoration","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-10T17:35:42.427241Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2501.12102"},"observation_digest":"sha256:7bfcd05257985e9ee6d5c67c5cf435a76700fe7d2b7855aa261fb736c4519b22","observation_id":"110df6ec-a525-4287-bc46-2e8448e578d3","resolution":{"observed_at":"2026-08-10T17:35:42.427241Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-10T16:58:34.092389Z","title":"Diff- bir: Towards blind image restoration with generative diffu- sion prior","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2501.13134","last_updated":"2025-06-01T18:49:00Z","snapshot_observed_at":"2026-08-13T20:46:50.264882Z","submitted_at":"2025-01-22T08:06:48Z","title":"UniRestore: Unified Perceptual and Task-Oriented Image Restoration Model Using Diffusion Prior","version":2},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-10T16:58:34.092389Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2501.13134"},"observation_digest":"sha256:28037e6a4cb3ec562869a3c38dd31e8694509e5a10c6b8c8272dce98480eebac","observation_id":"fabbe350-9fd1-4b85-9c2b-565d31b94ba5","resolution":{"observed_at":"2026-08-10T16:58:34.092389Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-10T15:21:04.416373Z","title":"Qiao, and Chao Dong","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2501.14264","last_updated":"2025-08-08T10:05:14Z","snapshot_observed_at":"2026-08-13T07:36:22.226119Z","submitted_at":"2025-01-24T06:05:47Z","title":"CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image","version":2},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-10T15:21:04.416373Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2501.14264"},"observation_digest":"sha256:3b59029e4dde55e96030acd9469e982c8db9bf1880c7011ab77905d07ab92165","observation_id":"9c278779-378d-4a8d-91e8-9304008410b4","resolution":{"observed_at":"2026-08-10T15:21:04.416373Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-09T21:47:59.541942Z","title":"Diffbir: Towards blind im- age restoration with generative diffusion prior","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2501.18993","last_updated":"2025-01-31T09:53:47Z","snapshot_observed_at":"2026-08-11T15:19:34.535546Z","submitted_at":"2025-01-31T09:53:47Z","title":"Visual Autoregressive Modeling for Image Super-Resolution","version":1},"reference_index":2021,"source":"pdf_text","source_observed_at":"2026-08-09T21:47:59.541942Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2501.18993"},"observation_digest":"sha256:44575cc68150e8f8a8bb4da4c51af8ef6c1257fda3961342fc2c804c68d6de43","observation_id":"694de81b-b3c8-4010-9717-17fa9b2bee4b","resolution":{"observed_at":"2026-08-09T21:47:59.541942Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-09T13:02:37.480667Z","title":"Diffbir: Towards blind image restoration with generative diffusion prior","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2502.02215","last_updated":"2025-03-21T18:51:58Z","snapshot_observed_at":"2026-08-14T02:47:13.929274Z","submitted_at":"2025-02-04T10:51:20Z","title":"InterLCM: Low-Quality Images as Intermediate States of Latent Consistency Models for Effective Blind Face Restoration","version":2},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-09T13:02:37.480667Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2502.02215"},"observation_digest":"sha256:295a29cabfef159ac8f12f51e3bc7533a89c2dccb99c877645f2793d887c4e71","observation_id":"e97c1536-6369-433b-a100-3da3eeea8903","resolution":{"observed_at":"2026-08-09T13:02:37.480667Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":"2308.15070","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-07-01T21:06:13.474983Z","title":"Diff- bir: Towards blind image restoration with generative diffu- sion prior","venue":null,"work_id":"8dad21c1-aa2f-4034-8a9a-e8af27d1f889","year":2023},"citing_paper":{"arxiv_id":"2503.12507","last_updated":"2026-04-24T10:56:49Z","snapshot_observed_at":"2026-08-07T22:17:50.153262Z","submitted_at":"2025-03-16T13:58:13Z","title":"Segment Any-Quality Images with Generative Latent Space Enhancement","version":3},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-05-22T23:45:38.970279Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2503.12507"},"observation_digest":"sha256:5d2bb302ba7e450906aef63f57bc62314d66019535219c8d7cb42c7ac3c7bee3","observation_id":"17cd55aa-334b-4387-80d1-6a460f166736","resolution":{"observed_at":"2026-05-22T23:47:15.676647Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":"2308.15070","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-07-01T21:06:13.474983Z","title":"Diff- bir: Towards blind image restoration with generative diffu- sion prior","venue":null,"work_id":"8dad21c1-aa2f-4034-8a9a-e8af27d1f889","year":2023},"citing_paper":{"arxiv_id":"2505.05209","last_updated":"2026-05-11T06:48:19Z","snapshot_observed_at":"2026-07-06T21:20:51.204774Z","submitted_at":"2025-05-08T13:03:07Z","title":"EAM: Enhancing Anything with Diffusion Transformers for Blind Super-Resolution","version":4},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-05-22T16:03:38.103710Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2505.05209"},"observation_digest":"sha256:ccbead32e752ccd6d1c95c46db9e30442fa23dcd6abbcce7b36474617ffb8c55","observation_id":"d140d2d5-68a3-4e5f-b44b-209a4f8ad2e5","resolution":{"observed_at":"2026-05-22T16:04:58.422233Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-07T14:22:17.960030Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.19264","last_updated":"2025-05-25T18:42:34Z","snapshot_observed_at":"2026-08-13T10:45:32.630262Z","submitted_at":"2025-05-25T18:42:34Z","title":"Improving Novel view synthesis of 360$^\\circ$ Scenes in Extremely Sparse Views by Jointly Training Hemisphere Sampled Synthetic Images","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-07T14:22:17.960030Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2505.19264"},"observation_digest":"sha256:ca7ac122bd26bd39ef8c14ff85a36ee51f29d4f0dbb5fe05f615ba1bde6f6c5c","observation_id":"b5266fcc-2c1a-47f1-baf9-fb40518f6c71","resolution":{"observed_at":"2026-08-07T14:22:17.960030Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-07T12:44:15.789208Z","title":"DiffBIR: Towards blind image restoration with generative diffusion prior.arXiv preprint arXiv:2308.15070, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.23743","last_updated":"2025-05-29T17:58:48Z","snapshot_observed_at":"2026-08-12T23:26:35.592117Z","submitted_at":"2025-05-29T17:58:48Z","title":"DarkDiff: Advancing Low-Light Raw Enhancement by Retasking Diffusion Models for Camera ISP","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-07T12:44:15.789208Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2505.23743"},"observation_digest":"sha256:2700f411c3678145343e2cd795a61ccb67abd30e16c087a5ab335f0aa55f7b66","observation_id":"b440853e-afa2-4b0c-81a9-324605b415aa","resolution":{"observed_at":"2026-08-07T12:44:15.789208Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-07T12:41:32.560750Z","title":"DiffBIR: towards blind image restoration with generative diffusion prior,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.24015","last_updated":"2025-05-29T21:33:33Z","snapshot_observed_at":"2026-08-13T17:32:02.202259Z","submitted_at":"2025-05-29T21:33:33Z","title":"Semantics-Guided Generative Image Compression","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-07T12:41:32.560750Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2505.24015"},"observation_digest":"sha256:3d0a7574213cca5e80799ac13c427815da437f99f89298c93ab8ab5c6b88110d","observation_id":"e0f578c2-1fe8-4cc3-9618-0c8618df5cea","resolution":{"observed_at":"2026-08-07T12:41:32.560750Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-07T10:19:34.523503Z","title":"Diffbir: Towards blind image restoration with generative diffusion prior,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.05710","last_updated":"2025-07-17T07:26:41Z","snapshot_observed_at":"2026-08-10T10:58:11.088392Z","submitted_at":"2025-06-06T03:20:32Z","title":"Latent Diffusion Model Based Denoising Receiver for 6G Semantic Communication: From Stochastic Differential Theory to Application","version":3},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-07T10:19:34.523503Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2506.05710"},"observation_digest":"sha256:10b72c82b5514d18ae859d9748c3f63a1acfb57e0e212224ac1e6aeae94d7676","observation_id":"7b729fd9-f4e4-4ba9-91c3-787922393c29","resolution":{"observed_at":"2026-08-07T10:19:34.523503Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-07T05:31:34.973445Z","title":"Diffbir: Towards blind image restoration with generative diffusion prior,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.07809","last_updated":"2025-06-09T14:37:58Z","snapshot_observed_at":"2026-08-14T07:51:04.268753Z","submitted_at":"2025-06-09T14:37:58Z","title":"Incorporating Uncertainty-Guided and Top-k Codebook Matching for Real-World Blind Image Super-Resolution","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-07T05:31:34.973445Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2506.07809"},"observation_digest":"sha256:51ff7cb308db0960b6468aea320111835e94981d5470938d77e982b401e47342","observation_id":"57f8b6f2-ad7c-4c6d-9432-aa07db02f0f9","resolution":{"observed_at":"2026-08-07T05:31:34.973445Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-06T17:27:31.390646Z","title":"arXiv preprint arXiv:2308.15070 (2023)","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.10943","last_updated":"2025-08-28T06:59:49Z","snapshot_observed_at":"2026-08-09T09:40:31.455628Z","submitted_at":"2025-07-15T03:16:12Z","title":"Robust ID-Specific Face Restoration via Alignment Learning","version":2},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-06T17:27:31.390646Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2507.10943"},"observation_digest":"sha256:e68b8eab43bfc3ebd35b19e9e289d1f9437f47b7395ce2f735cf64fb5fbeecc1","observation_id":"8ee7593d-6ae4-4e68-bbaf-89851442b794","resolution":{"observed_at":"2026-08-06T17:27:31.390646Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-06T14:43:20.967533Z","title":"IEEE Transactions on Image Processing 32, 1745–1758","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.18260","last_updated":"2025-07-24T10:03:33Z","snapshot_observed_at":"2026-08-10T01:22:29.595437Z","submitted_at":"2025-07-24T10:03:33Z","title":"Exploiting Gaussian Agnostic Representation Learning with Diffusion Priors for Enhanced Infrared Small Target Detection","version":1},"reference_index":2022,"source":"pdf_text","source_observed_at":"2026-08-06T14:43:20.967533Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2507.18260"},"observation_digest":"sha256:93ca882ec8df188bffb754893542cb67788f4d5a9d1aafa808a93369a00e904a","observation_id":"7361444d-557d-44ea-871d-eb73a447ee2c","resolution":{"observed_at":"2026-08-06T14:43:20.967533Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-06T13:46:23.953837Z","title":"Diffbir: Towards blind image restoration with generative diffusion prior","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.20291","last_updated":"2025-07-27T14:11:29Z","snapshot_observed_at":"2026-08-14T16:19:00.044840Z","submitted_at":"2025-07-27T14:11:29Z","title":"Fine-structure Preserved Real-world Image Super-resolution via Transfer VAE Training","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-06T13:46:23.953837Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2507.20291"},"observation_digest":"sha256:92317eaa6b46d8c456d249c7f987d7f2613497573e6d07520ab4290dec5a13f8","observation_id":"d8d63999-9eb1-4a6e-93b2-f76f9bca39a7","resolution":{"observed_at":"2026-08-06T13:46:23.953837Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-06T04:24:23.512708Z","title":"Diffbir: Towards blind image restoration with generative diffusion prior","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.03596","last_updated":"2025-08-05T16:01:00Z","snapshot_observed_at":"2026-08-13T05:07:47.405124Z","submitted_at":"2025-08-05T16:01:00Z","title":"MetaScope: Optics-Driven Neural Network for Ultra-Micro Metalens Endoscopy","version":1},"reference_index":58,"source":"arxiv_source","source_observed_at":"2026-08-06T04:24:23.512708Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2508.03596"},"observation_digest":"sha256:79967140f98c5a7b0d238e304b668593dee6903bf9ca29abe147c33ccfe18d5f","observation_id":"5932bd12-8cbb-4055-9967-7a0f21a8fed9","resolution":{"observed_at":"2026-08-06T04:24:23.512708Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":"2308.15070","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-07-01T21:06:13.474983Z","title":"Diff- bir: Towards blind image restoration with generative diffu- sion prior","venue":null,"work_id":"8dad21c1-aa2f-4034-8a9a-e8af27d1f889","year":2023},"citing_paper":{"arxiv_id":"2601.02018","last_updated":"2026-04-27T02:00:26Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2026-01-05T11:28:58Z","title":"Towards Any-Quality Image Segmentation via Generative and Adaptive Latent Space Enhancement","version":2},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-05-16T18:11:47.141366Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2601.02018"},"observation_digest":"sha256:550f0540d148bf3dff24e2ded26f330cd25fcb78bff53639805bc5c6fe0fe1ae","observation_id":"bed75085-7e5d-4769-adee-c017772a9e04","resolution":{"observed_at":"2026-05-16T18:13:13.149248Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-03T07:38:45.766004Z","title":"Diffbir: Towards blind image restoration with generative diffusion prior,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2601.19506","last_updated":"2026-06-30T07:23:59Z","snapshot_observed_at":"2026-08-08T08:13:54.446239Z","submitted_at":"2026-01-27T11:50:31Z","title":"Bridging Information Asymmetry: A Hierarchical Framework for Deterministic Blind Face Restoration","version":4},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-03T07:38:45.766004Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2601.19506"},"observation_digest":"sha256:43bf961a755c86a2339aa22e082709c36bc0b05256ff4dc56bcc07d62ead4263","observation_id":"43fe62d3-62b7-4b4d-ab88-cd2b6ac030d2","resolution":{"observed_at":"2026-08-03T07:38:45.766004Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-02T19:47:12.108464Z","title":"Diffbir: Towards blind image restoration with generative diffusion prior.arXiv preprint arXiv:2308.15070,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2603.01140","last_updated":"2026-07-16T12:00:46Z","snapshot_observed_at":"2026-08-12T15:48:25.204058Z","submitted_at":"2026-03-01T15:04:37Z","title":"Teacher-Guided Causal Interventions for Image Denoising: Orthogonal Content-Noise Disentanglement in Vision Transformers","version":2},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-02T19:47:12.108464Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2603.01140"},"observation_digest":"sha256:3d4f1bea1e647254c085b48addfd78885ab965faf5bd03be608ba4ac0acf49f1","observation_id":"ca06d45e-e0d3-42db-947d-3f847f93db21","resolution":{"observed_at":"2026-08-02T19:47:12.108464Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":"2308.15070","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-07-01T21:06:13.474983Z","title":"Diff- bir: Towards blind image restoration with generative diffu- sion prior","venue":null,"work_id":"8dad21c1-aa2f-4034-8a9a-e8af27d1f889","year":2023},"citing_paper":{"arxiv_id":"2604.21450","last_updated":"2026-04-23T09:09:36Z","snapshot_observed_at":"2026-08-11T17:58:42.976261Z","submitted_at":"2026-04-23T09:09:36Z","title":"VARestorer: One-Step VAR Distillation for Real-World Image Super-Resolution","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-05-09T22:03:39.970776Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2604.21450"},"observation_digest":"sha256:2e2091e09da9a7da937c73b393d54a8030c1170f936132c75465b401117475e5","observation_id":"fae38461-e7ad-4b08-bc8a-5f8ce2dc241d","resolution":{"observed_at":"2026-05-11T14:21:04.488747Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":"2308.15070","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-07-01T21:06:13.474983Z","title":"Diff- bir: Towards blind image restoration with generative diffu- sion prior","venue":null,"work_id":"8dad21c1-aa2f-4034-8a9a-e8af27d1f889","year":2023},"citing_paper":{"arxiv_id":"2605.31039","last_updated":"2026-06-03T06:01:24Z","snapshot_observed_at":"2026-08-10T14:26:19.543959Z","submitted_at":"2026-05-29T09:18:11Z","title":"GGT-100K: Generative Ground Truth for Generalizable Real-World Image Restoration","version":2},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-06-28T22:42:14.320188Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2605.31039"},"observation_digest":"sha256:f8be1b1f2a74b0a17085e92afeff9f4406cf196a40036edadf163dcc8dd0528d","observation_id":"f390c024-5d92-4837-93d0-acd49c5437c4","resolution":{"observed_at":"2026-06-28T22:42:46.073736Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":"2308.15070","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-07-01T21:06:13.474983Z","title":"Diff- bir: Towards blind image restoration with generative diffu- sion prior","venue":null,"work_id":"8dad21c1-aa2f-4034-8a9a-e8af27d1f889","year":2023},"citing_paper":{"arxiv_id":"2606.01157","last_updated":"2026-05-31T11:02:58Z","snapshot_observed_at":"2026-08-12T12:18:49.205820Z","submitted_at":"2026-05-31T11:02:58Z","title":"HiTokSR: A Coarse-to-Fine Tokenizer with Hierarchical Codebooks for High-Fidelity Real-World Image Super-Resolution","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-06-28T17:32:15.239191Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2606.01157"},"observation_digest":"sha256:f5230e90676f232d55ea3a084c9833cd15381d88880b2916c529c3b02210f51f","observation_id":"44c5116c-e9a7-4437-9680-f973d81bffc4","resolution":{"observed_at":"2026-07-01T21:06:13.476533Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-01T22:34:57.269097Z","title":"arXiv preprint arXiv:2308.15070 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.15711","last_updated":"2026-07-17T07:49:05Z","snapshot_observed_at":"2026-08-14T02:08:43.846963Z","submitted_at":"2026-07-17T07:49:05Z","title":"Efficient Difficulty-Aware Dynamic Routing for Diffusion-Based Real-World Image Super-Resolution","version":1},"reference_index":264,"source":"arxiv_source","source_observed_at":"2026-08-01T22:34:57.269097Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2607.15711"},"observation_digest":"sha256:05f95402846e08c030a0927dd47f56e4057deb22daa8684c085acd165f90c0ab","observation_id":"654e3407-76a4-4907-9c2a-9d5400011ed0","resolution":{"observed_at":"2026-08-01T22:34:57.269097Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-08-02T04:47:47.034847Z","title":"In: ECCV (2024), arXiv:2308.15070 4","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.16320","last_updated":"2026-07-15T08:57:38Z","snapshot_observed_at":"2026-08-12T15:51:29.223089Z","submitted_at":"2026-07-15T08:57:38Z","title":"The Devil is in the Dark Pixels: Toward Brightness Bias-Robust Denoising","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-02T04:47:47.034847Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2607.16320"},"observation_digest":"sha256:b2a6429462519c4cdbeec7b9c3a892d24da81ff169bec1cf6dd4f7b76213e8e2","observation_id":"9bc0c421-acce-45cb-92e0-939464c12e9f","resolution":{"observed_at":"2026-08-02T04:47:47.034847Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.15070","snapshot_observed_at":"2026-07-31T06:40:45.547336Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.24729","last_updated":"2026-07-27T17:57:00Z","snapshot_observed_at":"2026-08-10T00:01:21.884888Z","submitted_at":"2026-07-27T17:57:00Z","title":"MicroZoom: Structure-Preserving Detail Synthesis at Extreme Scale","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-07-31T06:40:45.547336Z"},"links":{"cited_paper":"/paper/2308.15070","citing_paper":"/paper/2607.24729"},"observation_digest":"sha256:eae2fbdda1c8fe0fdc715dea51794495d07579b12e60680a4e0bbb2b4c2dab94","observation_id":"be02d52e-b6c1-4562-ae2d-c3af14d608f2","resolution":{"observed_at":"2026-07-31T06:40:45.547336Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2308.15070/citation-record","integrity":"/paper/2308.15070/integrity","json":"/paper/2308.15070/citation-record.json","paper":"/paper/2308.15070"},"outbound":[],"paper":{"arxiv_id":"2308.15070","last_updated":"2024-04-12T05:26:59Z","latest_version":3,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-15T00:00:27.445456Z","submitted_at":"2023-08-29T07:11:52Z","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior"},"reference_resolution":{"displayed":0,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":0,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":0},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"thesis":"As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 55 inbound Pith citation observations for arXiv:2308.15070."}